Statistics in Data Science

Find order and meaning in your data

Watch Intro Video

Statistical analysis allows you both to simplify your data through descriptive procedure and to amplify your data through inference. Learn how statistics allows you go go from the data in hand to make valid inferences about broader groups. In this course you'll learn about exploratory data analysis, estimation, and critical procedures like cluster analysis and principal component analysis, all of which combine to give you critical insight into your data.

  • Introductory level
  • 15 streaming video tutorials
  • 1 hour 18 minutes of instruction
  • Downloadable keypoints PDFs (available soon)
  • Downloadable workbook PDFs (available soon)
  • Created by Barton Poulson, PhD


This course is available for purchase as an individual course or as part of the discounted course bundle Foundations of Data Science.

What's included?

15 Videos
Barton Poulson
Barton Poulson

About the instructor

Bart is the founder of and an advocate for data science and data literacy. He has taught people to work with data for over twenty years as a university professor, online instructor, consultant, collaborator, and author. Bart lives with his family in Salt Lake City.

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